Leffa Virtual TryOn
Amalaich
leffa/virtual-tryon
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.com/v1/run/leffa/virtual-tryon?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_type": "upper_body"
}'
# Still "queued" or "running"? Poll with the id from the response:
curl "https://api.doitong.com/v1/requests/REQUEST_ID?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY"
const API = "https://api.doitong.com/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/leffa/virtual-tryon?wait=20", {
method: "POST",
headers,
body: JSON.stringify({
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_type": "upper_body"
}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://api.doitong.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}
payload = {
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_type": "upper_body",
}
# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/leffa/virtual-tryon", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])
# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])
# 1. Connect once (Claude Code; Cursor, VS Code, Claude Desktop: https://doitong.com/gd/developers/docs/mcp)
claude mcp add --transport http doitong-models https://api.doitong.com/v1/mcp \
--header "Authorization: Bearer $DOITONG_API_KEY"
# 2. Your agent calls the "run" tool with:
{
"model_id": "leffa/virtual-tryon",
"input": {
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_type": "upper_body"
}
}
Cuir fòn chun mhodail Leffa Virtual TryOn (leffa/virtual-tryon) tro Doitong API. Sgrìobhainnean airson àidseantan: https://doitong.com/gd/developers/models/leffa/virtual-tryon.md
POST https://api.doitong.com/v1/run/leffa/virtual-tryon?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json
{
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_type": "upper_body"
}
Ma tha inbhe na freagairt "queued" no "running", dèan poll air GET https://api.doitong.com/v1/requests/REQUEST_ID?wait=20 gus am bi i "succeeded"; tha na faidhlichean ann an outputs[].url. Bidh POST https://api.doitong.com/v1/quote/leffa/virtual-tryon leis an aon bhodhaig a’ tilleadh na prìse cheart ron ruith.
An t-iarrtas seo: $0.10 100 creideasan API Ruith e air an duilleig seo
An iuchair API ùr agad. Chan eil e ri fhaicinn ach an-dràsta, agus tha e mar-thà sa chòd agus ann an raon iuchair API gu h-ìosal. Cùm dìomhair e: na cuir ann an còd a ruitheas ann am brabhsair gu bràth.
Thèid a’ chiad toradh agad an-seo
Tog iarrtas gu h-ìosal agus ruith e leis an iuchair API agad. Tha na h-às-churan air an lethbhreacadh dhan stòradh againn, air an cumail gu bràth no 7 latha an-asgaidh.
Tog iarrtas
Tha na smachdan air an cruthachadh bho sgeama a’ mhodail. Bidh an còd agus a’ phrìs ag ùrachadh fhad ’s a dh’atharraicheas tu iad.
/run/leffa/virtual-tryon?wait=20
tuairmse → $0.10
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.com/v1/run/leffa/virtual-tryon?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_type": "upper_body"
}'
# Still "queued" or "running"? Poll with the id from the response:
curl "https://api.doitong.com/v1/requests/REQUEST_ID?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY"
const API = "https://api.doitong.com/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/leffa/virtual-tryon?wait=20", {
method: "POST",
headers,
body: JSON.stringify({
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_type": "upper_body"
}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://api.doitong.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}
payload = {
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_type": "upper_body",
}
# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/leffa/virtual-tryon", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])
# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "run",
"arguments": {
"model_id": "leffa/virtual-tryon",
"input": {
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_type": "upper_body"
},
"wait_seconds": 20
}
}
}
Ruith an t-iarrtas seo
Fuirichidh an iuchair agad sa bhrobhsair seo: thèid a cur chun Doitong API a-mhàin agus a sàbhaladh (localStorage) a-mhàin ma chuireas tu comharra ri Cuimhnich. Faigh iuchair API
Mu Leffa Virtual TryOn
A’ toirt aodach bho aon ìomhaigh agus ga chur air an neach ann an ìomhaigh eile. ’S iad na cuir-a-steach `human_image_url`, `garment_image_url` agus `garment_type` riatanach de upper_body, lower_body no dresses. Tha `num_inference_steps` a’ dol suas ri 50 (bunaiteach 50) agus `guidance_scale` suas ri 20. ’S e aon png no jpeg a th’ anns an toradh, le `seed` airson toraidhean ath-riochdachadh.
Paramadairean
num_inference_stepsroghainneil
seedroghainneil
guidance_scaleroghainneil
enable_safety_checkerroghainneil
output_formatroghainneil
human_image_urlriatanach
garment_image_urlriatanach
garment_typeriatanach
Gabhaidh paramadairean faidhle ri URL poblach https://, URI data: suas ri 10 MB, no file_url de luchdachadh suas. Faidhlichean
Toradh
{
"id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
"object": "request",
"model": "leffa/virtual-tryon",
"status": "succeeded",
"created_at": "2026-10-20T12:00:00Z",
"started_at": "2026-10-20T12:00:02Z",
"completed_at": "2026-10-20T12:00:09Z",
"queue_position": null,
"cost": {
"credits": 100,
"usd": "0.10",
"charged": 100,
"refunded": 0
},
"input": {
"human_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
"garment_type": "upper_body"
},
"output": {
"image": {
"url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
"content_type": "image/jpeg",
"file_name": "0-output.jpeg",
"file_size": 1843200,
"width": 1024,
"height": 768
},
"seed": 42,
"has_nsfw_concepts": false
},
"outputs": [
{
"type": "image",
"url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
"content_type": "image/jpeg",
"file_size": 1843200,
"width": 1024,
"height": 768,
"stored": true
}
],
"error": null,
"metrics": {
"inference_seconds": 6.8
},
"urls": {
"self": "https://api.doitong.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
"cancel": "https://api.doitong.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
}
}
Raointean toraidh
- image
- object {url, content_type, file_name, file_size, width, height}Ìomhaigh a chaidh a chruthachadh mar às-chur.
- seed
- integerSìol a thèid a chleachdadh rè inference.
- has_nsfw_concepts
- booleanComharra air bun-bheachdan NSFW taobh a-staigh na h-ìomhaigh.
Seòrsaichean eile de Leffa
Barrachd mhodalan: Deasachadh Ìomhaighean
Do riochdairean AI: tha an duilleag seo mar Markdown aig https://doitong.com/gd/developers/models/leffa/virtual-tryon.md. Na modailean agus na treòraichean uile: https://doitong.com/developers/llms.txt






